Information fusion in data mining:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2003
|
| Series: | Studies in fuzziness and soft computing
123 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | IX, 233 S. graph. Darst. |
| ISBN: | 3540006761 |
Staff View
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Record in the Search Index
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| adam_text | VICENI; TORRA (ED.) INFORMATION FUSION IN DATA MINING SPRINGER CONTENTS
TRENDS IN INFORMATION FUSION IN DATA MINING 1 VICENG. TORRA 1 DATA
MINING 1 2 PREPROCESSING DATA 1 3 MODEL BUILDING 3 4 INFORMATION
EXTRACTION 4 5 CONCLUSION 5 PART 1: AGGREGATION OPERATORS: METHODS AND
PROPERTIES 7 ON SOME AGGREGATION OPERATORS FOR NUMERICAL INFORMATION
.... 9 VICENG TORRA 1 INTRODUCTION 9 2 THE FUZZY T-CONORM INTEGRAL
FAMILY 10 3 MODEL BUILDING 22 4 CONCLUSIONS 23 CHOQUET INTEGRAL AND
SUGENO INTEGRAL IN THE PARTICLE DEFLECTION PLANE 27 YASUO NARUKAWA,
TOSHIAKI MUROFUSHI 1 INTRODUCTION 27 2 CHOQUET INTEGRAL AND SUGENO
INTEGRAL 28 3 GENERALIZED FUZZY INTEGRAL 32 4 CONDITIONS FOR CHOQUET OR
SUGENO INTEGRAL 35 DATA MINING USING A PROBABILISTIC WEIGHTED ORDERED
WEIGHTED AVERAGE (PWOWA) OPERATOR 41 H. B. MITCHELL 1 INTRODUCTION 41 2
PARAMETRIC AVERAGING OPERATORS 42 3 WEIGHTED ORDERED WEIGHTED AVERAGE
FUNCTION 46 4 PROBABILISTIC WEIGHTED ORDERED WEIGHTED AVERAGE OPERATOR
47 5 LOSSLESS IMAGE COMPRESSION 51 6 CONCLUSION 53 PART 2: PREPROCESSING
DATA 59 MINING INTERESTING PATTERNS IN MULTIPLE DATA SOURCES 61 NING
ZHONG 1 INTRODUCTION 61 2 RELATED WORK ON MDM 62 3 GRANULAR COMPUTING
(GRC) 63 VIII 4 INTERESTINGNESS AND PECULIARITY 64 5 PECULIARITY
ORIENTED MINING 65 6 PECULIARITY ORIENTED MULTI-DATABASE MINING 68 7
APPLICATION IN AMINO-ACID DATA MINING 72 8 CONCLUSION 73 DISCOVERY OF
TEMPORAL KNOWLEDGE IN MEDICAL TIME-SERIES DATABASES USING MOVING
AVERAGE, MULTISCALE MATCHING AND RULE INDUCTION 79 SHUSAKU TSUMOTO 1
INTRODUCTION 79 2 PROBABILISTIC RULES AND CONDITIONAL PROBABILITIES 80 3
TEMPORAL DATABASES IN HOSPITAL INFORMATION SYSTEMS 85 4 FIRST
PREPROCESSING: EXTENDED MOVING AVERAGE METHODS 87 5 SECOND PREPROCESSING
AND RULE DISCOVERY 91 6 EXPERIMENTAL RESULTS 95 7 DISCUSSION 97 8
CONCLUSION 99 RECORD LINKAGE METHODS FOR MULTIDATABASE DATA MINING 101
VICENG. TORRA, JOSEP DOMINGO-FERRER 1 INTRODUCTION 101 2 NOTATION 102 3
PROBABILISTIC RECORD LINKAGE 103 4 DISTANCE-BASED RECORD LINKAGE 117 5
TECHNICAL ISSUES 119 6 CONCLUSIONS 125 PART 3: MODEL BUILDING 133
MODELLING DATA BY THE CHOQUET INTEGRAL 135 MICHEL GRABISCH 1
INTRODUCTION 135 2 THE LINEAR REGRESSION MODEL 136 3 FUZZY MEASURES AND
THE CHOQUET INTEGRAL 136 4 THE CHOQUET INTEGRAL REGRESSION MODEL ; 138 5
DETERMINING THE COEFFICIENTS OF THE MODEL 139 6 RELATED WORKS AND
EXAMPLES 142 7 CONCLUSION 145 AN ALGORITHM BASED ON ALTERNATIVE
PROJECTIONS FOR A FUZZY MEASURE IDENTIFICATION PROBLEM 149 HIDEYUKI
IMAI, DAIKI ASANO, YOSHIHARU SATO 1 INTRODUCTION 149 2 THE CHOQUET
INTEGRAL 150 3 FUZZY MEASURE IDENTIFICATION PROBLEM WITH THE CHOQUET
INTEGRAL MODEL 151 4 THE SET OF SOLUTIONS OF A FUZZY MEASURE
IDENTIFICATION PROBLEM 152 IX 5 AN ALGORITHM BASED ON ALTERNATIVE
PROJECTIONS 153 6 CONCLUSIONS 158 COMBINING INFORMATION FUSION WITH
STRING PATTERN ANALYSIS: A NEW METHOD FOR PREDICTING FUTURE PURCHASE
BEHAVIOR 161 YUKINOBU HAMURO, NAOKI KATOH, EDWARD H. IP, STEPHANE L.
CHEUNG, KATSUTOSHI YADA 1 INTRODUCTION 161 2 STRING PATTERN ANALYSIS 164
3 CASES FOR ANALYSIS 172 4 CONCLUSION 185 ENSEMBLE LEARNIG BY A FUZZY
CLASSIFICATION SYSTEMS FOR PAT- TERN CLASSIFICATION 189 TOMOHARU
NAKASHIMA, GAKU NAKAI 1 INTRODUCTION 189 2 FUZZY RULE-BASED
CLASSIFICATION SYSTEM 191 3 FUZZY RULE-BASED ENSEMBLING SYSTEM 195 4
COMPUTER SIMULATIONS 199 5 CONCLUSIONS 206 PART 4: INFORMATION
EXTRACTION 209 DATA MINING USING GRANULAR LINGUISTIC SUMMARIES 211
RONALD R. YAGER 1 INTRODUCTION 211 2 LINGUISTIC SUMMARIES 212 3
INFORMATION CONTENT OF LINGUISTIC SUMMARIES 217 4 DATA MINING USING
SUMMARIES 221 5 TEMPLATE BASED DATA MINING 222 6 DATA MINING WITH
MOUNTAIN CLUSTERING 225 7 CONCLUSION 227 INDEX 231
|
| any_adam_object | 1 |
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| bvnumber | BV016972648 |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.9.D343 |
| callnumber-search | QA76.9.D343 |
| callnumber-sort | QA 276.9 D343 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | QH 500 |
| ctrlnum | (OCoLC)51737732 (DE-599)BVBBV016972648 |
| dewey-full | 005.741 006.312 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security 006 - Special computer methods |
| dewey-raw | 005.741 006.312 |
| dewey-search | 005.741 006.312 |
| dewey-sort | 15.741 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Wirtschaftswissenschaften |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T19:12:21Z |
| institution | BVB |
| isbn | 3540006761 |
| language | English |
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| physical | IX, 233 S. graph. Darst. |
| publishDate | 2003 |
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| publishDateSort | 2003 |
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| series | Studies in fuzziness and soft computing |
| series2 | Studies in fuzziness and soft computing |
| spelling | Information fusion in data mining Vicenç Torra (ed.) Berlin [u.a.] Springer 2003 IX, 233 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Studies in fuzziness and soft computing 123 Exploration de données (Informatique) Data mining Multisensor data fusion Statistical matching Datenfusion (DE-588)4582612-2 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Data Mining (DE-588)4428654-5 s Datenfusion (DE-588)4582612-2 s DE-604 Torra, Vicenç Sonstige oth Studies in fuzziness and soft computing 123 (DE-604)BV021858135 123 HEBIS Datenaustausch Darmstadt application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=010250129&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Information fusion in data mining Studies in fuzziness and soft computing Exploration de données (Informatique) Data mining Multisensor data fusion Statistical matching Datenfusion (DE-588)4582612-2 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4582612-2 (DE-588)4428654-5 (DE-588)4143413-4 |
| title | Information fusion in data mining |
| title_auth | Information fusion in data mining |
| title_exact_search | Information fusion in data mining |
| title_full | Information fusion in data mining Vicenç Torra (ed.) |
| title_fullStr | Information fusion in data mining Vicenç Torra (ed.) |
| title_full_unstemmed | Information fusion in data mining Vicenç Torra (ed.) |
| title_short | Information fusion in data mining |
| title_sort | information fusion in data mining |
| topic | Exploration de données (Informatique) Data mining Multisensor data fusion Statistical matching Datenfusion (DE-588)4582612-2 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Exploration de données (Informatique) Data mining Multisensor data fusion Statistical matching Datenfusion Data Mining Aufsatzsammlung |
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